Dominik Wolff
Hannover Medical School
Knowledge-based systemsMachine learningFeature detection (computer vision)Soft computingHealth informaticsWearable computerLeverage (statistics)TrustworthinessArtificial intelligencePsychologyHealth careTomographySet (psychology)Domain (software engineering)Intensive care medicinePattern recognitionSystematic reviewStructure (mathematical logic)Health technologyData scienceKnowledge transferState of healthDamagesPatient educationDiseaseSmall dataSurgical planningCochleaPersonal lifeTuberculosisNursing scienceExpert opinionPreprocessorComputer scienceProcess (engineering)Knowledge baseComponent (UML)Artificial neural networkMedical educationObesityFeature extractionSnapshot (computer storage)Diabetes mellitusKnowledge managementSystem testingMedicineInternet of ThingsRelevance (information retrieval)SegmentationSituational ethicsImage processing
8Publications
2H-index
53Citations
Publications 8
Newest
#1Jenny Stritzel (MHH: Hannover Medical School)
#2Dominik Wolff (MHH: Hannover Medical School)H-Index: 2
Last. Michael Marschollek (MHH: Hannover Medical School)H-Index: 27
view all 7 authors...
Against the background of increasing numbers of indications for Cochlea implants (CIs), there is an increasing need for a CI outcome prediction tool to assist the process of deciding on the best possible treatment solution for each individual patient prior to intervention. The hearing outcome depends on several features in cochlear structure, the influence of which is not entirely known as yet. In preparation for surgical planning a preoperative CT scan is recorded. The overall goal is the featu...
Source
#1Dominik WolffH-Index: 2
#2Sarah NeeH-Index: 1
Last. Michael MarschollekH-Index: 27
view all 4 authors...
Covid-19 is a global threat that pushes health care to its limits. Since there is neither a vaccine nor a drug for Covid-19, people with an increased risk for severe and fatal courses of disease particularly need protection. Furthermore, factors increasing these risks are of interest in the search of potential treatments. A systematic literature review on the risk factors of severe and fatal Covid-19 courses is presented. The review is carried out on PubMed and a publicly available preprint data...
35 CitationsSource
#2Xinyu Hu (Columbia University)H-Index: 2
Last. Jeff Rogers (IBM)H-Index: 1
view all 6 authors...
In this chapter, we provide a snapshot of the state-of-the-art research in mobile and IOT e-health studies that leverage AI technologies for making sense of personal health measurement and assessment, as well as for delivering situational, actionable insights in care flows. In recent years, the proliferation of consumer and pervasive health technologies has enabled a whole new generation of sensor-based precision measurement technologies and mobile ecological momentary assessments that are able ...
Source
#1Dominik Wolff (MHH: Hannover Medical School)H-Index: 2
#2Thomas Kupka (MHH: Hannover Medical School)H-Index: 5
Last. Michael Marschollek (MHH: Hannover Medical School)H-Index: 27
view all 3 authors...
Informal caregivers often complain about missing knowledge. A knowledge-based personalized educational system is developed, which provides caregiving relatives with the information needed. Yet, evaluation against domain experts indicated, that parts of the knowledge-base are incorrect. To overcome these problems the system can be extended by a learning capacity and then be trained further utilizing feedback from real informal caregivers. To extend the existing system an artificial neural network...
Source
#1Dominik Wolff (MHH: Hannover Medical School)H-Index: 2
#2Marianne Behrends (MHH: Hannover Medical School)H-Index: 7
Last. Michael Marschollek (MHH: Hannover Medical School)H-Index: 27
view all 4 authors...
The evaluation of the validity of a knowledge-based system is of great importance during its development. It determines whether the system represents the experts' knowledge correctly. This is highly important, but also particularly difficult, if the expert knowledge is not explicit, but only implicit and tacit. In the following the validity's evaluation of a system for education of caregiving relatives is presented. To evaluate the system's knowledge delivery strategy against the experts' opinio...
Source
#1Maria RutzH-Index: 2
#2Mario GerlachH-Index: 1
Last. Marie-Luise Dierks (Hochschule Hannover)H-Index: 15
view all 11 authors...
Zusammenfassung. Hintergrund: Befragungen von pflegenden Angehorigen von Menschen im Projekt MoCaB (Mobile Care Backup) zeigen, dass u. a. ein Mangel an Krankheitswissen und Unwissen uber pflegeris...
1 CitationsSource
#1Dominik Wolff (MHH: Hannover Medical School)H-Index: 2
#2Marianne Behrends (MHH: Hannover Medical School)H-Index: 7
Last. Michael Marschollek (MHH: Hannover Medical School)H-Index: 27
view all 5 authors...
: Caregiving relatives have to manage very diverse tasks and need a lot of care-relevant knowledge. For most of them it is not easy to find the knowledge required. Thus, a personalized knowledge transfer for caregiving relatives is necessary. Against this background, methods to determine the personal relevance and importance of knowledge resources for caregiving relatives are developed. To evaluate these methods, an exemplary fictitious person is created by experts in Nursing Science. In this ev...
2 Citations